Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9946646 | 0.9506098 | 0.7576897 |
| bt | 0.9722053 | 0.8526423 | 0.4890975 |
| maxnet | 0.9111280 | 0.6851626 | NA |
| gam | 0.9192073 | 0.7217480 | 0.2883154 |
| glm | 0.9076220 | 0.6918699 | 0.3021675 |